Semantic hand segmentation using Pytorch

 By Medium - 2020-12-02

Description

Semantic segmentation is the task of predicting the class of each pixel in an image. This problem is more difficult than object detection…

Summary

  • · Semantic hand segmentation using Pytorch Semantic segmentation is the task of predicting the class of each pixel in an image.
  • We will compare these two predictions to find out whether the model predicts higher chances of hands or no hands at each pixel of the image.
  • We resize and standardize the image and get X.
  • For the mask, which is also our label, we resize and standardize the image.
  • First we will write some helper functions to get predictions from the model.

 

Topics

  1. Backend (0.18)
  2. Machine_Learning (0.12)
  3. NLP (0.11)

Similar Articles

K-fold Cross Validation with PyTorch

By MachineCurve - 2021-02-02

Explanations and code examples showing you how to use K-fold Cross Validation for Machine Learning model evaluation/testing with PyTorch.

trekhleb/links-detector

By GitHub - 2020-12-07

📖 👆🏻 Links Detector makes printed links clickable via your smartphone camera. No need to type a link in, just scan and click on it. - trekhleb/links-detector